Overview of intelligent ship route optimization methods北大核心CSCD

智能船舶航线优化在学术界和工业界均受到越来越多的关注。针对智能船舶航线优化问题,从航线设计方法和航线优化算法这2个层面,分别阐述各种设计方法和优化算法的特点。结合近5年来的最新研究成果,在分析国内外智能船舶航线优化技术发展现状的基础上,将航线设计方法归纳为3种,即基于气象数据的航线优化、基于油耗模型的航线优化以及基于航线库或航路点库的航线优化,剖析其技术内涵及应用情况;深入分析改进的等时线法、动态规划法、图形搜索算法、智能算法、人工智能和机器学习算法的特性及不足,总结归纳将各类算法应用于智能船舶航线优化时存在的主要问题。最后,简要展望智能船舶航线优化的发展趋势,为未来在该领域的研究提供一定的思路。     

Finite-time ship formation control based on extended state observer北大核心CSCD

[目的]为了解决大多数船舶编队控制算法控制周期长和时效性差的问题,提出一种基于扩张状态观测器(ESO)的有限时间控制策略。[方法]采用一种非线性终端滑模算法,通过对控制律分区域设计,克服传统终端滑模存在的奇异性问题;将非线性终端滑模与图论结合,实现有限时间的船舶编队控制;利用扩张状态观测器观测并补偿船舶模型中的不确定性及外界的干扰,以保证船舶编队控制的精确性;运用Lyapunov理论验证船舶编队控制律的稳定性。[结果]仿真结果表明,采用所提控制策略使整个编队系统误差在5 s左右趋近于0,从而实现了稳定。[结论]该控制策略能有效控制船舶编队,且控制速度快、时效性好。     

Multi-objective optimization study on dimensions of medium-sized cruise ship in concept phase北大核心CSCD

［Objective］Aiming at the problem of too many influencing factors and too little reference data for determining the dimensions of medium-sized cruise ships in the concept phase, a simplified multi-objective optimization method based on the fitting of dimensions and performance is proposed. ［Method］First, the dimension relations of medium-sized cruise ships are analyzed and the influence of the latest SOLAS requirements used to determine the optimization range. Second, the influence of cruise ship dimensions on space, resistance, stability and seakeeping are analyzed. Next, based on the principles of genetic algorithms, a multiobjective optimization algorithm with high robustness and high engineering adaptability is determined to establish a multi-objective optimization model for the concept design of medium-sized cruise ships. Finally, the Pareto solution obtained by multi-objective optimization is analyzed to provide initial references for determining the dimensions of the target cruise ship. ［Results］Implemented via a genetic algorithm, the optimization program proposed herein is applied in the concept design of a medium-sized cruise ship in order to optimize the initial dimensions, thereby achieving the expected outcome of providing reasonable initial dimensions for cruise ship design. ［Conclusion ］ The proposed simplified multi-objective optimization model can provide feasible initial dimensions for medium-sized cruise ships in the concept phase. As the Pareto solution obtained by multi-objective optimization has different focuses such as resistance and stability, the most suitable solution needs to be selected according to the design object. © 2023 Chinese Journal of Ship Research. All rights reserved.     

Time-domain shielding effectiveness analysis based on DGTD method北大核心CSCD

[目的]为精确分析金属屏蔽腔的时域屏蔽效能,提出一种基于局部时间步进技术和并行技术的时域不连续伽辽金(DGTD)算法。[方法]利用DGTD算法,对金属屏蔽腔进行全波电磁仿真,进而计算时域屏蔽效能(TDSE);利用局部时间步进(LTS)技术增大时间步长,然后结合并行技术显著缩短计算时间;分析金属屏蔽腔的孔径尺寸、腔体厚度、阵列孔间距等设计参数对时域屏蔽效能的影响。[结果]数值算例结果显示,所提方法正确、有效。[结论]所提方法为电磁屏蔽问题的仿真提供了一种有效的工具,对金属屏蔽腔的设计具有一定的指导意义。     

AUV cluster path planning based on improved RRT* algorithm北大核心CSCD

[目的]针对微小型欠驱动自主式水下机器人(autonomous underwater vehicle,AUV)集群控制问题,设计一种基于改进RRT^(*)算法的编队控制策略。[方法]RRT^(*)算法规划的路径陡变难以跟踪且收敛速度较慢,针对该问题提出改进方法。首先加入偏置函数使随机采样点靠近目标点,然后采用Dubins曲线平滑连接采样点,通过在可变半径范围内重新布线,并设计有关曲线长度与避障的代价函数,选择最优路径。依据代价和最小值为多AUV分配集结点,协调多AUV速度完成最小集结时间约束,随后设计基于Dubins路径的分段向量场构造方法,使得多AUV跟踪规划路径,到达目标集结点时速度与方向保持一致。[结果]仿真结果表明,多AUV编队平均路径长度缩短26.6%,平均集结时间缩短21.7%。[结论]该算法路径规划质量高,可顺利完成编队集结任务。     

Obstacle avoidance of unmanned ship swarm based on virtual navigator and improved Hooke's law北大核心CSCD

[目的]针对无人船集群规避障碍物的问题,提出一种基于虚拟领航者和改进胡克定律的弹性集群编队控制方法。[方法]首先,根据障碍物的长和宽得到其外接椭圆,按照长宽比向外扩展出虚拟碰障区、避障反应区、自由航行区,实现水面避障物模型的简化;其次,基于虚拟领航者和改进胡克定律,对编队各成员之间、各成员虚拟领航者之间的相对距离和速度予以约束,采用坐标形式设置编队队形,构建弹性编队模型,并基于障碍物的环形斥力场来实现单无人船的避障,以及在弹性集群编队的组织下实现无人船集群的避障;然后,通过优化处理无人船的航行过程,消除编队及避障过程中的“徘徊”和“振荡”等现象,使各无人船的运动更加平滑;最后,运用Matlab软件对由4艘无人船组成的集群编队进行仿真实验。[结果]实验结果表明,编队可成功绕过设置的所有障碍物,验证了所提方法的有效性和可行性。[结论]该方法可实现无人船集群对水面障碍物的规避,具备在一定复杂环境下的通过能力,可为无人船集群避障的应用及研究提供参考。     

Visual analysis semantic label method based on navigation logic division北大核心CSCD

[目的]旨在探索处理内河实船数据、提高其可理解性和辅助研究识别船舶行为的新方法。[方法]通过构建航行逻辑层级和划分时序数据获得船舶行为的语义标签,设计航行逻辑可视化分析系统,将船舶航行状态与数据可视化相结合,辅助分析数据及研究船舶行为特征。最后,依托数字航道,选择船舶行为复杂的内河航道工作船的数据进行实例检验,利用所提系统分析异常数据并研究船舶行为。[结果]通过航行逻辑的交互可视化,可有效确定无规律的位置跳动异常数据产生的原因及特点,帮助进行异常数据处理,并经过定性分析特征和定量分析阈值,划分出了靠泊与直航状态数据,进一步丰富了船舶行为语义标签。[结论]结合船舶行为语义标签设计的可视化分析系统,通过人机自由交互,提高了数据的可理解性,可辅助异常数据分析处理及船舶行为研究,为数据分析人员提供研究工具。     

Bandgap optimization for chiral acoustic metamaterials based on material selection method北大核心CSCD

［Objectives］This study seeks to expand the bandgap frequency band, reduce the bandgap starting frequency and analyze and optimize the bandgap parameters of acoustic metamaterials. ［Methods］The influence of geometrical and material parameters on the bandgap properties of acoustic metamaterials is analyzed, and a method for maximizing the bandgap width is proposed. The multi-objective optimization problem is converted into a single objective optimization problem by normalizing the bandgap frequency coefficients. Structural material conversion is achieved via the material selection optimization method, and the optimization equations of bandgap parameters are established on the basis of weight-lightening. For chiral acoustic metamaterials, the material properties (density and wave velocity) and geometric parameters (scatterer diameter, ligament thickness and coating thickness) are defined as design variables, and the comprehensive optimization of structural parameters and material selection of acoustic metamaterials based on weight-lightening are implemented. ［Results］The optimization results show that the bandgap width increases by 27.7% and the lower bound frequency decreases by 1048 Hz, thereby achieving the goal of expanding the bandgap width based on lightweight acoustic metamaterials. The acoustic transmission analysis of the finite chiral acoustic metamaterial structure is then carried out to verify the effectiveness of the proposed method. ［Conclusions］The results show that the goal of lightweight acoustic metamaterials can be effectively achieved by integrating the comprehensive optimization of structural parameters and materials. As such, this study provides references for the design of new-type acoustic metamaterials. © 2023 Authors. All rights reserved.     

Ultimate strength analysis of composite stiffened panels based on multi-scale approach北大核心CSCD

［Objectives］As composite materials have varied internal structures, an in-depth analysis of the damage mechanisms of their component materials can provide a research foundation for the ultimate strength analysis of composite stiffened panels. ［Methods］The microscopic, mesoscopic and macroscopic mechanical analyses of marine glass fiber reinforced plastic (GFRP) composite stiffened panels are carried out using a multi-scale approach. Microscopic and mesoscopic representative volume element (RVE) models of chopped strand mat (CSM) and woven roving (WR) materials are established, and the macroscopic equivalent stiffness is obtained by homogenizing the RVE models. The ABAQUS VUMAT subroutine is used to code the progressive damage evolution model of the composite materials to derive the damage evolution mechanism of the microscopic and mesoscopic models respectively. The equivalent strength of macroscopic laminates is also obtained. ［Results］The multi-scale approach can be used to accurately evaluate the macroscopic mechanical properties of composite materials, and the ultimate strength of composite stiffened panels is mainly determined by fiber bundle failure. ［Conclusions］The obtained macroscopic material parameters can be used to calculate the ultimate strength of composite stiffened panels, while the parametric study of the mesomechanics of composite materials can provide an analysis tool for investigating the influence of material processing technology. © 2023 Chinese Journal of Ship Research. All rights reserved.     

Vibration characteristics analysis of ring-stiffened conical shells based on power series method北大核心CSCD

[目的]旨在利用解析法求解环肋圆锥壳的振动方程,对环肋圆锥壳的振动特性进行理论研究。[方法]首先,对圆锥壳分段处理,将圆锥壳沿母线方向、环向和法向的位移分别写成幂级数解的形式,并推导出幂级数项前系数的递推关系式;然后,采用梁模型模拟不同环肋数对圆锥壳振动响应特性的影响;接着,将圆锥壳分段及其环肋边界条件、位移和内力矩阵进行组装求解,得到在外部简谐力激励下圆锥壳的振动响应特性,并将所得结果与ANSYS有限元数值方法的计算结果进行对比,验证所提计算方法的有效性。最后,运用所提理论方法进行环肋圆锥壳的振动特性分析。[结果]结果显示,圆锥壳安装的环肋可明显抑制圆锥壳的振动,具体表现为响应幅值降低、固有频率升高,且在相同频段内共振峰数量减小;增大壳体厚度会引起壳体振动响应幅值降低以及固有频率升高;此外,增大半锥角、轴线长度和环肋数均可降低环肋圆锥壳的振动响应幅值。[结论]研究表明,所用方法对环肋圆锥壳振动的理论研究具有一定意义。     

Long marine shafting alignment and optimization considering propeller hydrodynamic force in wake field北大核心CSCD

[目的]针对计入螺旋桨水动力的舰船轴系校中计算,传统方法通常容易忽略船体伴流场的影响,使得螺旋桨水动力计算的结果与真实值之间存在较大偏差,从而导致轴系校中精度下降。[方法]以某舰船长轴系为对象,建立桨-轴-船一体化有限元模型及其伴流场流域模型,利用CFD数值仿真的叠模方法计算螺旋桨水动力;采用流固耦合法将流体计算结果作用于螺旋桨表面,进行轴系校中计算,并得到螺旋桨水动力对轴系整体挠曲线及各轴承状态参数的影响规律。在此基础上,引入多目标优化算法开展轴系多目标优化校中,来解决轴系末端四套轴承间载荷差值过大的问题。[结果]考虑螺旋桨水动力后,轴系尾部挠度变化减小,越靠近螺旋桨处的轴承其载荷所受影响越大,载荷值随进速系数的增大而减小;对比多目标优化前后的轴系校中状态,轴系各轴承之间的载荷差值明显减小,轴系运行状态得到改善。[结论]所提方法提高了计入螺旋桨水动力的轴系校中计算精度,可为轴系校中质量的提升提供参考。     

Fault diagnosis of marine diesel engine intake and exhaust system based on dynamic feature fusion北大核心CSCD

[目的]船舶系统由多设备的复杂机构组成,各组件参数具有动态性和非线性的特点,所以故障诊断过程复杂。为提高诊断效率,提出一种动态特征融合方法。[方法]利用分形理论、动态理论及核主元分析(KPCA)法对系统状态数据进行重构、映射及筛选,得到主元特征数据矩阵,求得平方预测误差(SPE)及相应的控制限,构建出基于船舶柴油机进排气系统健康数据的离线监测模型,利用该模型对系统进行故障诊断分析。为验证模型的有效性,选取某船舶柴油机进排气系统的故障数据进行验证分析。[结果]结果表明,动态特征融合分析方法可有效实现对系统动态非线性状态数据的精确分析,实现对系统故障的高效分析和诊断。与KPCA及支持向量机(SVM)方法相比,所提方法具有更好的故障诊断性能。[结论]该方法可实现船舶柴油机进排气系统故障的检测和诊断,提升系统运行的可靠性和安全性。